Use and misuse of p-values; A review of NHST

In my final essay I present a case against null hypothesis significance testing using p-values. I first present several Рby far not all Рdrawbacks and misinterpretations regarding NHST and its results. Then I present an example of a potential problem with using p-values as a decision criterion. My letter ends with a very brief summary of several methods that can be presented next to- or used as alternatives for NHST. Methods include; confidence intervals, effect sizes, and bayesian statistics.

The goal of this overview is to make people aware of controversies in this part of scientific practice, and perhaps to inspire a new view on how we should be educating new scientists. By offering not only theories based on p-value significance testing, but also discuss its flaws and alternatives.



Leave a Reply

Your email address will not be published. Required fields are marked *

You may use these HTML tags and attributes: <a href="" title=""> <abbr title=""> <acronym title=""> <b> <blockquote cite=""> <cite> <code> <del datetime=""> <em> <i> <q cite=""> <strike> <strong>